Recently, image descriptors based on the activations of convolutional layers [1]}, [2]}, [3]} have outperformed previous methods [4]}, [3]} based on features extracted from fully connected layers. Inspired by the spatial information preserving characteristics of convolutional layers outputs, we also choose the activations of the last convolutional layer as the frame-level feature.
